A Distributed Platform for Cycle Detection and Analysis in Cyber-Physical Systems

被引：0
|
作者：
Iuhasz, Gabriel [1 ,2 ]
Panica, Silviu [2 ,3 ]
Fortis, Florin [1 ,2 ]
Duma, Alecsandru [4 ]
机构：
[1] West Univ Timisoara, Timisoara 300223, Romania
[2] Res Inst e Austria Timisoara, Timisoara 300223, Romania
[3] Innovat Qube SRL, Timisoara, Romania
[4] ETA2U Comp, Gh Dima Nr 1, Timisoara, Romania
来源：
ADVANCED INFORMATION NETWORKING AND APPLICATIONS, VOL 2, AINA 2024 | 2024年 / 200卷
关键词：
Cyber-Physical Systems; Services; Analysis; Machine Learning;
D O I：
10.1007/978-3-031-57853-3_37
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents a distributed platform that collects and processes data streams from Industrial IoT/Cyber-Physical Systems. We demonstrate the design and performance of our platform with an emphasis on accuracy and scalability. We validate our platform using three use cases: production cycle detection, cycle analysis, and anomaly detection.
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页码：437 / 450
页数：14
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